Record, TPA, bronze and silver
TPA-59558
Received 2026-02-05T09:51:36Z, line 33,431 of the TPA feed
TPAScored
Bronze vs silver
Field by field: what arrived, what normalisation produced, and whether anything changed
| Field | Bronze (as received) | Silver (normalised) | Change |
|---|---|---|---|
| First name | jean·· | Jean | Changed |
| Middle | — | — | Unchanged |
| Last name | ramirez | Ramirez | Changed |
| Date of birth | 2005-03-05 | 2005-03-05 | Unchanged |
| Gender | Female | F | Parsed |
| Member ID | — | — | Unchanged |
| SSN | •••-••-2437 | •••-••-2437 | Unchanged |
| Phone | N/A | — | Cleared |
| — | — | Unchanged | |
| Address | N/A | — | Cleared |
| City | UNKNOWN·· | — | Cleared |
| State | UNKNOWN | — | Cleared |
| ZIP | UNKNOWN | — | Cleared |
| Group | — | — | Unchanged |
| Plan | CORE-HMO | CORE-HMO | Unchanged |
- Quality score
- 0.80
- Name key
- jean|ramirez
- Address key
- —
- Canonical first
- jean
Quality flags
4 raised during normalisation
- Name re-casedName letter-case rewritten to Title Case and stray characters removed
- Gender normalisedGender mapped to F or M from a longer or variant value
- Whitespace trimmedLeading or trailing whitespace removed from one or more fields
- Placeholder values clearedPlaceholder tokens such as NULL, N/A, UNKNOWN or "-" treated as empty
Candidate pairs
Every scored comparison involving this record, highest score first
| Other record | Score | Method | Rule | Decision |
|---|---|---|---|---|
| ENR-128483 | 0.98 | Scored | — | Auto-linked |
| ENR-128482 | 0.97 | Rule | D2 ssn4 + dob + last name | Auto-linked |
| CLM-421756 | 0.83 | Scored | — | Sent to steward |
Resolution
Linked 2026-10-22 12:43:43
- Identity
- MBR-010591
- Method
- Scored
- Confidence
- 0.98
- Rule
- weighted score, no rule
Golden record: Jean Ramirez, 2005-03-05, 4 records, Verified
Evidence
Matched against ENR-128483
| Field | Similarity | Weight | Note |
|---|---|---|---|
| Name | 0.95 | 3.0 | swapped |
| Date of birth | 1.00 | 3.0 | exact |
| SSN (last four) | 1.00 | 2.5 |
Audit
6 hash-chained entries for this record
- Record linked automatically6cdd0f714a2026-10-22 12:43:54, scoring_agentidentity id MBR-010591, confidence 0.982, method probabilistic, matched record ENR-128483, policy version 1
- Record linked automatically4f4ca873e92026-10-19 19:54:38, scoring_agentidentity id MBR-010591, confidence 0.982, method probabilistic, matched record ENR-128483, policy version 1
- Record linked automatically3ceb858ddc2026-10-19 19:52:09, scoring_agentidentity id MBR-010591, confidence 0.982, method probabilistic, matched record ENR-128483, policy version 1
- Record linked automaticallya923b2e2272026-10-19 19:45:42, scoring_agentidentity id MBR-010591, confidence 0.982, method probabilistic, matched record ENR-128483, policy version 1
- Record linked automatically13454b0b4b2026-10-19 19:32:31, scoring_agentidentity id MBR-010591, confidence 0.982, method probabilistic, matched record ENR-128483, policy version 1
- Record linked automaticallyada27aef762026-10-19 19:31:28, scoring_agentidentity id MBR-004947, confidence 1, method probabilistic, matched record CLM-421843, policy version 1